Overview
Brought to you by YData
Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 2129 |
| Missing cells | 405 |
| Missing cells (%) | 0.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.2 MiB |
| Average record size in memory | 612.3 B |
Variable types
| Text | 2 |
|---|---|
| DateTime | 3 |
| Numeric | 17 |
| Categorical | 4 |
Dataset
| Description | VIDA 007 - COVID-19 vaccine trial |
|---|---|
| Creator | RP2 Clinical Data Harmonization Project |
| URL | HEAT Research Projects |
Variable descriptions
| study_source | Source study identifier |
|---|---|
| CD4 cell count (cells/µL) | CD4+ T lymphocyte count - immune function indicator |
| HIV viral load (copies/mL) | HIV RNA copies per mL - treatment efficacy marker |
| Albumin (g/dL) | Serum albumin - liver function and nutritional status |
| primary_date | Primary date of measurement/visit |
| Age (at enrolment) | Patient age at study enrollment |
systolic blood pressure is highly overall correlated with Diastolic blood pressure (mmHg) and 2 other fields | High correlation |
diastolic blood pressure is highly overall correlated with Diastolic blood pressure (mmHg) and 2 other fields | High correlation |
weight is highly overall correlated with BMI (kg/m²) and 1 other fields | High correlation |
Height is highly overall correlated with Height (m) and 1 other fields | High correlation |
oral temperature is highly overall correlated with HEAT_VULNERABILITY_SCORE and 1 other fields | High correlation |
BMI (kg/m²) is highly overall correlated with Weight (kg) and 1 other fields | High correlation |
Height (m) is highly overall correlated with Height and 1 other fields | High correlation |
Weight (kg) is highly overall correlated with BMI (kg/m²) and 1 other fields | High correlation |
Systolic blood pressure (mmHg) is highly overall correlated with Diastolic blood pressure (mmHg) and 2 other fields | High correlation |
Diastolic blood pressure (mmHg) is highly overall correlated with Systolic blood pressure (mmHg) and 2 other fields | High correlation |
Temperature (°C) is highly overall correlated with HEAT_VULNERABILITY_SCORE and 1 other fields | High correlation |
month is highly overall correlated with season | High correlation |
season is highly overall correlated with month and 1 other fields | High correlation |
Sex is highly overall correlated with Height and 1 other fields | High correlation |
Race is highly overall correlated with original_record_index | High correlation |
original_record_index is highly overall correlated with season | High correlation |
Respiratory rate (breaths/min) is highly overall correlated with original_record_index | High correlation |
HEAT_VULNERABILITY_SCORE is highly overall correlated with Temperature (°C) and 1 other fields | High correlation |
HEAT_VULNERABILITY_SCORE is highly imbalanced (98.5%) | Imbalance |
Age (at enrolment) has 388 (18.2%) missing values | Missing |
original_record_index is uniformly distributed | Uniform |
anonymous_patient_id has unique values | Unique |
Patient ID has unique values | Unique |
original_record_index has unique values | Unique |
Reproduction
| Analysis started | 2025-11-11 11:16:07.230319 |
|---|---|
| Analysis finished | 2025-11-11 11:19:55.521469 |
| Duration | 3 minutes and 48.29 seconds |
| Software version | ydata-profiling vv4.17.0 |
| Download configuration | config.json |
Variables
anonymous_patient_id
Text
Unique
| Distinct | 2129 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 153.9 KiB |
Length
| Max length | 17 |
|---|---|
| Median length | 17 |
| Mean length | 17 |
| Min length | 17 |
Unique
| Unique | 2129 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | HEAT_226EDD0F846C |
|---|---|
| 2nd row | HEAT_EE93F808E7B4 |
| 3rd row | HEAT_993C2108940A |
| 4th row | HEAT_C93C89D0C6A0 |
| 5th row | HEAT_6354A5A00557 |
| Value | Count | Frequency (%) |
| heat_8a55ddbf10ea | 1 | < 0.1% |
| heat_1c1730097ea6 | 1 | < 0.1% |
| heat_226edd0f846c | 1 | < 0.1% |
| heat_ee93f808e7b4 | 1 | < 0.1% |
| heat_993c2108940a | 1 | < 0.1% |
| heat_c93c89d0c6a0 | 1 | < 0.1% |
| heat_6354a5a00557 | 1 | < 0.1% |
| heat_2345aeca2242 | 1 | < 0.1% |
| heat_05cbe5db4995 | 1 | < 0.1% |
| heat_057ca5905365 | 1 | < 0.1% |
| Other values (2119) | 2119 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 3750 | 10.4% |
| E | 3708 | 10.2% |
| H | 2129 | 5.9% |
| T | 2129 | 5.9% |
| _ | 2129 | 5.9% |
| 4 | 1652 | 4.6% |
| 9 | 1631 | 4.5% |
| D | 1628 | 4.5% |
| 2 | 1607 | 4.4% |
| 0 | 1607 | 4.4% |
| Other values (9) | 14223 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 36193 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 3750 | 10.4% |
| E | 3708 | 10.2% |
| H | 2129 | 5.9% |
| T | 2129 | 5.9% |
| _ | 2129 | 5.9% |
| 4 | 1652 | 4.6% |
| 9 | 1631 | 4.5% |
| D | 1628 | 4.5% |
| 2 | 1607 | 4.4% |
| 0 | 1607 | 4.4% |
| Other values (9) | 14223 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 36193 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 3750 | 10.4% |
| E | 3708 | 10.2% |
| H | 2129 | 5.9% |
| T | 2129 | 5.9% |
| _ | 2129 | 5.9% |
| 4 | 1652 | 4.6% |
| 9 | 1631 | 4.5% |
| D | 1628 | 4.5% |
| 2 | 1607 | 4.4% |
| 0 | 1607 | 4.4% |
| Other values (9) | 14223 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 36193 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 3750 | 10.4% |
| E | 3708 | 10.2% |
| H | 2129 | 5.9% |
| T | 2129 | 5.9% |
| _ | 2129 | 5.9% |
| 4 | 1652 | 4.6% |
| 9 | 1631 | 4.5% |
| D | 1628 | 4.5% |
| 2 | 1607 | 4.4% |
| 0 | 1607 | 4.4% |
| Other values (9) | 14223 |
primary_date
Date
Primary date of measurement/visit
| Distinct | 107 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 33.3 KiB |
| Minimum | 2020-06-15 00:00:00 |
|---|---|
| Maximum | 2020-11-10 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
month
Real number (ℝ)
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.7557539 |
| Minimum | 6 |
|---|---|
| Maximum | 11 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.3 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 7 |
| median | 8 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 11 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.0546603 |
|---|---|
| Coefficient of variation (CV) | 0.13598424 |
| Kurtosis | 0.89347083 |
| Mean | 7.7557539 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.86262371 |
| Sum | 16512 |
| Variance | 1.1123083 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 8 | 908 | |
| 7 | 751 | |
| 10 | 171 | 8.0% |
| 6 | 160 | 7.5% |
| 9 | 104 | 4.9% |
| 11 | 35 | 1.6% |
| Value | Count | Frequency (%) |
| 6 | 160 | 7.5% |
| 7 | 751 | |
| 8 | 908 | |
| 9 | 104 | 4.9% |
| 10 | 171 | 8.0% |
| 11 | 35 | 1.6% |
| Value | Count | Frequency (%) |
| 11 | 35 | 1.6% |
| 10 | 171 | 8.0% |
| 9 | 104 | 4.9% |
| 8 | 908 | |
| 7 | 751 | |
| 6 | 160 | 7.5% |
season
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 131.0 KiB |
| Winter | |
|---|---|
| Spring |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Winter |
|---|---|
| 2nd row | Winter |
| 3rd row | Winter |
| 4th row | Winter |
| 5th row | Winter |
Common Values
| Value | Count | Frequency (%) |
| Winter | 1819 | |
| Spring | 310 | 14.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| winter | 1819 | |
| spring | 310 | 14.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 2129 | |
| r | 2129 | |
| n | 2129 | |
| W | 1819 | |
| t | 1819 | |
| e | 1819 | |
| S | 310 | 2.4% |
| p | 310 | 2.4% |
| g | 310 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12774 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 2129 | |
| r | 2129 | |
| n | 2129 | |
| W | 1819 | |
| t | 1819 | |
| e | 1819 | |
| S | 310 | 2.4% |
| p | 310 | 2.4% |
| g | 310 | 2.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12774 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 2129 | |
| r | 2129 | |
| n | 2129 | |
| W | 1819 | |
| t | 1819 | |
| e | 1819 | |
| S | 310 | 2.4% |
| p | 310 | 2.4% |
| g | 310 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12774 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 2129 | |
| r | 2129 | |
| n | 2129 | |
| W | 1819 | |
| t | 1819 | |
| e | 1819 | |
| S | 310 | 2.4% |
| p | 310 | 2.4% |
| g | 310 | 2.4% |
| Distinct | 49 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 388 |
| Missing (%) | 18.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.873607 |
| Minimum | 18 |
|---|---|
| Maximum | 65 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.3 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 25 |
| median | 32 |
| Q3 | 41 |
| 95-th percentile | 56 |
| Maximum | 65 |
| Range | 47 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 11.307171 |
|---|---|
| Coefficient of variation (CV) | 0.33380476 |
| Kurtosis | -0.44099388 |
| Mean | 33.873607 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.64950322 |
| Sum | 58973.95 |
| Variance | 127.85212 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 23 | 75 | 3.5% |
| 21 | 74 | 3.5% |
| 26 | 68 | 3.2% |
| 24 | 66 | 3.1% |
| 25 | 65 | 3.1% |
| 30 | 63 | 3.0% |
| 31 | 63 | 3.0% |
| 20 | 60 | 2.8% |
| 19 | 60 | 2.8% |
| 28 | 59 | 2.8% |
| Other values (39) | 1088 | |
| (Missing) | 388 | 18.2% |
| Value | Count | Frequency (%) |
| 18 | 40 | |
| 19 | 60 | |
| 20 | 60 | |
| 21 | 74 | |
| 22 | 58 | |
| 23 | 75 | |
| 24 | 66 | |
| 25 | 65 | |
| 26 | 68 | |
| 27 | 54 |
| Value | Count | Frequency (%) |
| 65 | 2 | 0.1% |
| 64 | 3 | 0.1% |
| 63 | 9 | |
| 62 | 6 | 0.3% |
| 61 | 11 | |
| 60 | 6 | 0.3% |
| 59 | 9 | |
| 58 | 16 | |
| 57 | 17 | |
| 56 | 16 |
Sex
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 128.7 KiB |
| Male | |
|---|---|
| Female |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.9008924 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Female |
|---|---|
| 2nd row | Male |
| 3rd row | Male |
| 4th row | Male |
| 5th row | Male |
Common Values
| Value | Count | Frequency (%) |
| Male | 1170 | |
| Female | 959 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| male | 1170 | |
| female | 959 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 3088 | |
| a | 2129 | |
| l | 2129 | |
| M | 1170 | 11.2% |
| F | 959 | 9.2% |
| m | 959 | 9.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10434 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 3088 | |
| a | 2129 | |
| l | 2129 | |
| M | 1170 | 11.2% |
| F | 959 | 9.2% |
| m | 959 | 9.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10434 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 3088 | |
| a | 2129 | |
| l | 2129 | |
| M | 1170 | 11.2% |
| F | 959 | 9.2% |
| m | 959 | 9.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10434 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 3088 | |
| a | 2129 | |
| l | 2129 | |
| M | 1170 | 11.2% |
| F | 959 | 9.2% |
| m | 959 | 9.2% |
Race
Categorical
High correlation
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 129.8 KiB |
| Black | |
|---|---|
| Coloured | |
| White | |
| Other | 37 |
| Not reported | 4 |
Length
| Max length | 12 |
|---|---|
| Median length | 5 |
| Mean length | 5.4372945 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Black |
|---|---|
| 2nd row | Black |
| 3rd row | Black |
| 4th row | Black |
| 5th row | Black |
Common Values
| Value | Count | Frequency (%) |
| Black | 1527 | |
| Coloured | 301 | 14.1% |
| White | 260 | 12.2% |
| Other | 37 | 1.7% |
| Not reported | 4 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| black | 1527 | |
| coloured | 301 | 14.1% |
| white | 260 | 12.2% |
| other | 37 | 1.7% |
| not | 4 | 0.2% |
| reported | 4 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 1828 | |
| B | 1527 | |
| a | 1527 | |
| c | 1527 | |
| k | 1527 | |
| o | 610 | 5.3% |
| e | 606 | 5.2% |
| r | 346 | 3.0% |
| d | 305 | 2.6% |
| t | 305 | 2.6% |
| Other values (9) | 1468 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 11576 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| l | 1828 | |
| B | 1527 | |
| a | 1527 | |
| c | 1527 | |
| k | 1527 | |
| o | 610 | 5.3% |
| e | 606 | 5.2% |
| r | 346 | 3.0% |
| d | 305 | 2.6% |
| t | 305 | 2.6% |
| Other values (9) | 1468 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 11576 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| l | 1828 | |
| B | 1527 | |
| a | 1527 | |
| c | 1527 | |
| k | 1527 | |
| o | 610 | 5.3% |
| e | 606 | 5.2% |
| r | 346 | 3.0% |
| d | 305 | 2.6% |
| t | 305 | 2.6% |
| Other values (9) | 1468 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 11576 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| l | 1828 | |
| B | 1527 | |
| a | 1527 | |
| c | 1527 | |
| k | 1527 | |
| o | 610 | 5.3% |
| e | 606 | 5.2% |
| r | 346 | 3.0% |
| d | 305 | 2.6% |
| t | 305 | 2.6% |
| Other values (9) | 1468 |
systolic blood pressure
Real number (ℝ)
High correlation
| Distinct | 85 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 127.88962 |
| Minimum | 91 |
|---|---|
| Maximum | 196 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.3 KiB |
Quantile statistics
| Minimum | 91 |
|---|---|
| 5-th percentile | 106 |
| Q1 | 119 |
| median | 128 |
| Q3 | 136 |
| 95-th percentile | 150 |
| Maximum | 196 |
| Range | 105 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 13.355307 |
|---|---|
| Coefficient of variation (CV) | 0.10442839 |
| Kurtosis | 0.73567708 |
| Mean | 127.88962 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.37076619 |
| Sum | 272277 |
| Variance | 178.36422 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 128 | 75 | 3.5% |
| 138 | 75 | 3.5% |
| 135 | 75 | 3.5% |
| 129 | 73 | 3.4% |
| 130 | 72 | 3.4% |
| 127 | 66 | 3.1% |
| 136 | 65 | 3.1% |
| 126 | 64 | 3.0% |
| 124 | 64 | 3.0% |
| 125 | 61 | 2.9% |
| Other values (75) | 1439 |
| Value | Count | Frequency (%) |
| 91 | 1 | < 0.1% |
| 93 | 1 | < 0.1% |
| 94 | 1 | < 0.1% |
| 95 | 7 | |
| 96 | 2 | 0.1% |
| 97 | 4 | 0.2% |
| 99 | 4 | 0.2% |
| 100 | 11 | |
| 101 | 9 | |
| 102 | 7 |
| Value | Count | Frequency (%) |
| 196 | 1 | < 0.1% |
| 187 | 1 | < 0.1% |
| 184 | 1 | < 0.1% |
| 177 | 1 | < 0.1% |
| 176 | 1 | < 0.1% |
| 175 | 1 | < 0.1% |
| 173 | 1 | < 0.1% |
| 170 | 2 | |
| 169 | 1 | < 0.1% |
| 168 | 3 |
diastolic blood pressure
Real number (ℝ)
High correlation
| Distinct | 65 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.705965 |
| Minimum | 46 |
|---|---|
| Maximum | 122 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.3 KiB |
Quantile statistics
| Minimum | 46 |
|---|---|
| 5-th percentile | 63 |
| Q1 | 72 |
| median | 79 |
| Q3 | 85 |
| 95-th percentile | 95 |
| Maximum | 122 |
| Range | 76 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 9.7906165 |
|---|---|
| Coefficient of variation (CV) | 0.12439485 |
| Kurtosis | 0.5687087 |
| Mean | 78.705965 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.1218642 |
| Sum | 167565 |
| Variance | 95.856172 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 76 | 105 | 4.9% |
| 79 | 92 | 4.3% |
| 78 | 91 | 4.3% |
| 77 | 87 | 4.1% |
| 84 | 87 | 4.1% |
| 86 | 86 | 4.0% |
| 83 | 81 | 3.8% |
| 82 | 81 | 3.8% |
| 75 | 81 | 3.8% |
| 88 | 78 | 3.7% |
| Other values (55) | 1260 |
| Value | Count | Frequency (%) |
| 46 | 1 | < 0.1% |
| 49 | 1 | < 0.1% |
| 51 | 3 | 0.1% |
| 52 | 3 | 0.1% |
| 53 | 3 | 0.1% |
| 54 | 6 | |
| 55 | 3 | 0.1% |
| 56 | 6 | |
| 57 | 5 | |
| 58 | 11 |
| Value | Count | Frequency (%) |
| 122 | 1 | < 0.1% |
| 119 | 1 | < 0.1% |
| 118 | 1 | < 0.1% |
| 116 | 2 | |
| 112 | 3 | |
| 109 | 3 | |
| 107 | 2 | |
| 106 | 2 | |
| 105 | 2 | |
| 104 | 2 |
weight
Real number (ℝ)
High correlation
| Distinct | 582 |
|---|---|
| Distinct (%) | 27.3% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.425423 |
| Minimum | 34 |
|---|---|
| Maximum | 128.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.3 KiB |
Quantile statistics
| Minimum | 34 |
|---|---|
| 5-th percentile | 49.7 |
| Q1 | 58.475 |
| median | 66.7 |
| Q3 | 79.3 |
| 95-th percentile | 97.1 |
| Maximum | 128.6 |
| Range | 94.6 |
| Interquartile range (IQR) | 20.825 |
Descriptive statistics
| Standard deviation | 14.848056 |
|---|---|
| Coefficient of variation (CV) | 0.21387059 |
| Kurtosis | 0.16017414 |
| Mean | 69.425423 |
| Median Absolute Deviation (MAD) | 9.75 |
| Skewness | 0.6826156 |
| Sum | 147737.3 |
| Variance | 220.46476 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 60 | 15 | 0.7% |
| 68 | 12 | 0.6% |
| 64.7 | 12 | 0.6% |
| 56 | 11 | 0.5% |
| 65.5 | 11 | 0.5% |
| 66.1 | 11 | 0.5% |
| 68.8 | 11 | 0.5% |
| 72 | 11 | 0.5% |
| 79.9 | 11 | 0.5% |
| 65 | 11 | 0.5% |
| Other values (572) | 2012 |
| Value | Count | Frequency (%) |
| 34 | 1 | |
| 34.1 | 1 | |
| 35.5 | 1 | |
| 38 | 1 | |
| 38.5 | 2 | |
| 39.9 | 1 | |
| 40 | 2 | |
| 40.8 | 1 | |
| 41.9 | 1 | |
| 42 | 1 |
| Value | Count | Frequency (%) |
| 128.6 | 1 | |
| 121.6 | 1 | |
| 119.8 | 1 | |
| 119 | 1 | |
| 118 | 1 | |
| 117.7 | 1 | |
| 117.1 | 1 | |
| 117 | 1 | |
| 116.5 | 1 | |
| 115.9 | 1 |
Height
Real number (ℝ)
High correlation
| Distinct | 55 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 167.00423 |
| Minimum | 130 |
|---|---|
| Maximum | 197 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.3 KiB |
Quantile statistics
| Minimum | 130 |
|---|---|
| 5-th percentile | 152 |
| Q1 | 160 |
| median | 167 |
| Q3 | 173 |
| 95-th percentile | 182.6 |
| Maximum | 197 |
| Range | 67 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 9.2553826 |
|---|---|
| Coefficient of variation (CV) | 0.05542005 |
| Kurtosis | -0.16970757 |
| Mean | 167.00423 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.051494303 |
| Sum | 355552 |
| Variance | 85.662106 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 172 | 108 | 5.1% |
| 165 | 92 | 4.3% |
| 170 | 90 | 4.2% |
| 171 | 88 | 4.1% |
| 166 | 85 | 4.0% |
| 160 | 85 | 4.0% |
| 162 | 84 | 3.9% |
| 163 | 84 | 3.9% |
| 169 | 84 | 3.9% |
| 168 | 79 | 3.7% |
| Other values (45) | 1250 |
| Value | Count | Frequency (%) |
| 130 | 1 | < 0.1% |
| 139 | 1 | < 0.1% |
| 141 | 1 | < 0.1% |
| 142 | 3 | 0.1% |
| 145 | 4 | 0.2% |
| 146 | 3 | 0.1% |
| 147 | 7 | 0.3% |
| 148 | 10 | 0.5% |
| 149 | 15 | |
| 150 | 29 |
| Value | Count | Frequency (%) |
| 197 | 1 | < 0.1% |
| 195 | 1 | < 0.1% |
| 193 | 1 | < 0.1% |
| 192 | 4 | 0.2% |
| 191 | 8 | |
| 190 | 4 | 0.2% |
| 189 | 5 | 0.2% |
| 188 | 9 | |
| 187 | 7 | |
| 186 | 15 |
oral temperature
Real number (ℝ)
High correlation
| Distinct | 29 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 3 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.250659 |
| Minimum | 34.1 |
|---|---|
| Maximum | 37.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.3 KiB |
Quantile statistics
| Minimum | 34.1 |
|---|---|
| 5-th percentile | 35.5 |
| Q1 | 36 |
| median | 36.2 |
| Q3 | 36.5 |
| 95-th percentile | 36.9 |
| Maximum | 37.5 |
| Range | 3.4 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 0.41780045 |
|---|---|
| Coefficient of variation (CV) | 0.01152532 |
| Kurtosis | 0.95558618 |
| Mean | 36.250659 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | -0.34501116 |
| Sum | 77068.9 |
| Variance | 0.17455721 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 36 | 317 | |
| 36.1 | 248 | |
| 36.4 | 210 | |
| 36.2 | 187 | |
| 36.3 | 181 | |
| 36.5 | 178 | |
| 36.6 | 122 | 5.7% |
| 36.7 | 115 | 5.4% |
| 36.8 | 88 | 4.1% |
| 35.9 | 80 | 3.8% |
| Other values (19) | 400 |
| Value | Count | Frequency (%) |
| 34.1 | 1 | < 0.1% |
| 34.6 | 1 | < 0.1% |
| 34.9 | 3 | 0.1% |
| 35 | 12 | 0.6% |
| 35.1 | 19 | |
| 35.2 | 18 | |
| 35.3 | 14 | 0.7% |
| 35.4 | 27 | |
| 35.5 | 26 | |
| 35.6 | 35 |
| Value | Count | Frequency (%) |
| 37.5 | 5 | 0.2% |
| 37.4 | 2 | 0.1% |
| 37.3 | 7 | 0.3% |
| 37.2 | 11 | 0.5% |
| 37.1 | 19 | 0.9% |
| 37 | 50 | |
| 36.9 | 55 | |
| 36.8 | 88 | |
| 36.7 | 115 | |
| 36.6 | 122 |
Patient ID
Text
Unique
| Distinct | 2129 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 128.9 KiB |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Unique
| Unique | 2129 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | CLHX9 |
|---|---|
| 2nd row | W52PQ |
| 3rd row | AE247 |
| 4th row | 96LC8 |
| 5th row | UKPAU |
| Value | Count | Frequency (%) |
| p4j8z | 1 | < 0.1% |
| po0zx | 1 | < 0.1% |
| clhx9 | 1 | < 0.1% |
| w52pq | 1 | < 0.1% |
| ae247 | 1 | < 0.1% |
| 96lc8 | 1 | < 0.1% |
| ukpau | 1 | < 0.1% |
| muitn | 1 | < 0.1% |
| fm3c4 | 1 | < 0.1% |
| e7dwn | 1 | < 0.1% |
| Other values (2119) | 2119 |
Most occurring characters
| Value | Count | Frequency (%) |
| P | 326 | 3.1% |
| 1 | 323 | 3.0% |
| 4 | 321 | 3.0% |
| I | 321 | 3.0% |
| 2 | 319 | 3.0% |
| G | 317 | 3.0% |
| L | 314 | 2.9% |
| U | 311 | 2.9% |
| A | 307 | 2.9% |
| 5 | 306 | 2.9% |
| Other values (26) | 7480 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10645 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| P | 326 | 3.1% |
| 1 | 323 | 3.0% |
| 4 | 321 | 3.0% |
| I | 321 | 3.0% |
| 2 | 319 | 3.0% |
| G | 317 | 3.0% |
| L | 314 | 2.9% |
| U | 311 | 2.9% |
| A | 307 | 2.9% |
| 5 | 306 | 2.9% |
| Other values (26) | 7480 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10645 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| P | 326 | 3.1% |
| 1 | 323 | 3.0% |
| 4 | 321 | 3.0% |
| I | 321 | 3.0% |
| 2 | 319 | 3.0% |
| G | 317 | 3.0% |
| L | 314 | 2.9% |
| U | 311 | 2.9% |
| A | 307 | 2.9% |
| 5 | 306 | 2.9% |
| Other values (26) | 7480 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10645 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| P | 326 | 3.1% |
| 1 | 323 | 3.0% |
| 4 | 321 | 3.0% |
| I | 321 | 3.0% |
| 2 | 319 | 3.0% |
| G | 317 | 3.0% |
| L | 314 | 2.9% |
| U | 311 | 2.9% |
| A | 307 | 2.9% |
| 5 | 306 | 2.9% |
| Other values (26) | 7480 |
original_record_index
Real number (ℝ)
High correlation Uniform Unique
| Distinct | 2129 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1064 |
| Minimum | 0 |
|---|---|
| Maximum | 2128 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 106.4 |
| Q1 | 532 |
| median | 1064 |
| Q3 | 1596 |
| 95-th percentile | 2021.6 |
| Maximum | 2128 |
| Range | 2128 |
| Interquartile range (IQR) | 1064 |
Descriptive statistics
| Standard deviation | 614.73368 |
|---|---|
| Coefficient of variation (CV) | 0.57775722 |
| Kurtosis | -1.2 |
| Mean | 1064 |
| Median Absolute Deviation (MAD) | 532 |
| Skewness | 0 |
| Sum | 2265256 |
| Variance | 377897.5 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2128 | 1 | < 0.1% |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| Other values (2119) | 2119 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 2128 | 1 | |
| 2127 | 1 | |
| 2126 | 1 | |
| 2125 | 1 | |
| 2124 | 1 | |
| 2123 | 1 | |
| 2122 | 1 | |
| 2121 | 1 | |
| 2120 | 1 | |
| 2119 | 1 |
date
Date
| Distinct | 107 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 33.3 KiB |
| Minimum | 2020-06-15 00:00:00 |
|---|---|
| Maximum | 2020-11-10 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
primary_date_parsed
Date
| Distinct | 107 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 33.3 KiB |
| Minimum | 2020-06-15 00:00:00 |
|---|---|
| Maximum | 2020-11-10 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
HEAT_VULNERABILITY_SCORE
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 153.8 KiB |
| 0.072879307465577 | |
|---|---|
| 0.0 | 3 |
Length
| Max length | 17 |
|---|---|
| Median length | 17 |
| Mean length | 16.980272 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.072879307465577 |
|---|---|
| 2nd row | 0.072879307465577 |
| 3rd row | 0.072879307465577 |
| 4th row | 0.072879307465577 |
| 5th row | 0.072879307465577 |
Common Values
| Value | Count | Frequency (%) |
| 0.072879307465577 | 2126 | |
| 0.0 | 3 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.072879307465577 | 2126 | |
| 0.0 | 3 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 7 | 10630 | |
| 0 | 6384 | |
| 5 | 4252 | 11.8% |
| . | 2129 | 5.9% |
| 8 | 2126 | 5.9% |
| 2 | 2126 | 5.9% |
| 9 | 2126 | 5.9% |
| 3 | 2126 | 5.9% |
| 4 | 2126 | 5.9% |
| 6 | 2126 | 5.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 36151 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 7 | 10630 | |
| 0 | 6384 | |
| 5 | 4252 | 11.8% |
| . | 2129 | 5.9% |
| 8 | 2126 | 5.9% |
| 2 | 2126 | 5.9% |
| 9 | 2126 | 5.9% |
| 3 | 2126 | 5.9% |
| 4 | 2126 | 5.9% |
| 6 | 2126 | 5.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 36151 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 7 | 10630 | |
| 0 | 6384 | |
| 5 | 4252 | 11.8% |
| . | 2129 | 5.9% |
| 8 | 2126 | 5.9% |
| 2 | 2126 | 5.9% |
| 9 | 2126 | 5.9% |
| 3 | 2126 | 5.9% |
| 4 | 2126 | 5.9% |
| 6 | 2126 | 5.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 36151 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 7 | 10630 | |
| 0 | 6384 | |
| 5 | 4252 | 11.8% |
| . | 2129 | 5.9% |
| 8 | 2126 | 5.9% |
| 2 | 2126 | 5.9% |
| 9 | 2126 | 5.9% |
| 3 | 2126 | 5.9% |
| 4 | 2126 | 5.9% |
| 6 | 2126 | 5.9% |
BMI (kg/m²)
Real number (ℝ)
High correlation
| Distinct | 247 |
|---|---|
| Distinct (%) | 11.6% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.983788 |
| Minimum | 14 |
|---|---|
| Maximum | 40.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.3 KiB |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 18.035 |
| Q1 | 20.7 |
| median | 23.7 |
| Q3 | 28.6 |
| 95-th percentile | 35.465 |
| Maximum | 40.6 |
| Range | 26.6 |
| Interquartile range (IQR) | 7.9 |
Descriptive statistics
| Standard deviation | 5.4382308 |
|---|---|
| Coefficient of variation (CV) | 0.21767039 |
| Kurtosis | -0.26917661 |
| Mean | 24.983788 |
| Median Absolute Deviation (MAD) | 3.6 |
| Skewness | 0.68683632 |
| Sum | 53165.5 |
| Variance | 29.574354 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 21.9 | 25 | 1.2% |
| 21.5 | 25 | 1.2% |
| 20.5 | 24 | 1.1% |
| 20.8 | 24 | 1.1% |
| 20.3 | 24 | 1.1% |
| 22.2 | 23 | 1.1% |
| 19.9 | 23 | 1.1% |
| 20.7 | 22 | 1.0% |
| 22.8 | 22 | 1.0% |
| 22.4 | 21 | 1.0% |
| Other values (237) | 1895 |
| Value | Count | Frequency (%) |
| 14 | 1 | < 0.1% |
| 14.2 | 1 | < 0.1% |
| 14.7 | 1 | < 0.1% |
| 15.4 | 1 | < 0.1% |
| 15.5 | 1 | < 0.1% |
| 15.6 | 3 | |
| 15.7 | 1 | < 0.1% |
| 15.8 | 3 | |
| 15.9 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 40.6 | 1 | < 0.1% |
| 40.1 | 1 | < 0.1% |
| 39.9 | 1 | < 0.1% |
| 39.8 | 2 | |
| 39.6 | 1 | < 0.1% |
| 39.5 | 4 | |
| 39.4 | 2 | |
| 39.3 | 2 | |
| 39.2 | 3 | |
| 39.1 | 2 |
Height (m)
Real number (ℝ)
High correlation
| Distinct | 55 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 167.00423 |
| Minimum | 130 |
|---|---|
| Maximum | 197 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.3 KiB |
Quantile statistics
| Minimum | 130 |
|---|---|
| 5-th percentile | 152 |
| Q1 | 160 |
| median | 167 |
| Q3 | 173 |
| 95-th percentile | 182.6 |
| Maximum | 197 |
| Range | 67 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 9.2553826 |
|---|---|
| Coefficient of variation (CV) | 0.05542005 |
| Kurtosis | -0.16970757 |
| Mean | 167.00423 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.051494303 |
| Sum | 355552 |
| Variance | 85.662106 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 172 | 108 | 5.1% |
| 165 | 92 | 4.3% |
| 170 | 90 | 4.2% |
| 171 | 88 | 4.1% |
| 166 | 85 | 4.0% |
| 160 | 85 | 4.0% |
| 162 | 84 | 3.9% |
| 163 | 84 | 3.9% |
| 169 | 84 | 3.9% |
| 168 | 79 | 3.7% |
| Other values (45) | 1250 |
| Value | Count | Frequency (%) |
| 130 | 1 | < 0.1% |
| 139 | 1 | < 0.1% |
| 141 | 1 | < 0.1% |
| 142 | 3 | 0.1% |
| 145 | 4 | 0.2% |
| 146 | 3 | 0.1% |
| 147 | 7 | 0.3% |
| 148 | 10 | 0.5% |
| 149 | 15 | |
| 150 | 29 |
| Value | Count | Frequency (%) |
| 197 | 1 | < 0.1% |
| 195 | 1 | < 0.1% |
| 193 | 1 | < 0.1% |
| 192 | 4 | 0.2% |
| 191 | 8 | |
| 190 | 4 | 0.2% |
| 189 | 5 | 0.2% |
| 188 | 9 | |
| 187 | 7 | |
| 186 | 15 |
Weight (kg)
Real number (ℝ)
High correlation
| Distinct | 582 |
|---|---|
| Distinct (%) | 27.3% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.425423 |
| Minimum | 34 |
|---|---|
| Maximum | 128.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.3 KiB |
Quantile statistics
| Minimum | 34 |
|---|---|
| 5-th percentile | 49.7 |
| Q1 | 58.475 |
| median | 66.7 |
| Q3 | 79.3 |
| 95-th percentile | 97.1 |
| Maximum | 128.6 |
| Range | 94.6 |
| Interquartile range (IQR) | 20.825 |
Descriptive statistics
| Standard deviation | 14.848056 |
|---|---|
| Coefficient of variation (CV) | 0.21387059 |
| Kurtosis | 0.16017414 |
| Mean | 69.425423 |
| Median Absolute Deviation (MAD) | 9.75 |
| Skewness | 0.6826156 |
| Sum | 147737.3 |
| Variance | 220.46476 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 60 | 15 | 0.7% |
| 68 | 12 | 0.6% |
| 64.7 | 12 | 0.6% |
| 56 | 11 | 0.5% |
| 65.5 | 11 | 0.5% |
| 66.1 | 11 | 0.5% |
| 68.8 | 11 | 0.5% |
| 72 | 11 | 0.5% |
| 79.9 | 11 | 0.5% |
| 65 | 11 | 0.5% |
| Other values (572) | 2012 |
| Value | Count | Frequency (%) |
| 34 | 1 | |
| 34.1 | 1 | |
| 35.5 | 1 | |
| 38 | 1 | |
| 38.5 | 2 | |
| 39.9 | 1 | |
| 40 | 2 | |
| 40.8 | 1 | |
| 41.9 | 1 | |
| 42 | 1 |
| Value | Count | Frequency (%) |
| 128.6 | 1 | |
| 121.6 | 1 | |
| 119.8 | 1 | |
| 119 | 1 | |
| 118 | 1 | |
| 117.7 | 1 | |
| 117.1 | 1 | |
| 117 | 1 | |
| 116.5 | 1 | |
| 115.9 | 1 |
Systolic blood pressure (mmHg)
Real number (ℝ)
High correlation
| Distinct | 85 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 127.88962 |
| Minimum | 91 |
|---|---|
| Maximum | 196 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.3 KiB |
Quantile statistics
| Minimum | 91 |
|---|---|
| 5-th percentile | 106 |
| Q1 | 119 |
| median | 128 |
| Q3 | 136 |
| 95-th percentile | 150 |
| Maximum | 196 |
| Range | 105 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 13.355307 |
|---|---|
| Coefficient of variation (CV) | 0.10442839 |
| Kurtosis | 0.73567708 |
| Mean | 127.88962 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.37076619 |
| Sum | 272277 |
| Variance | 178.36422 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 128 | 75 | 3.5% |
| 138 | 75 | 3.5% |
| 135 | 75 | 3.5% |
| 129 | 73 | 3.4% |
| 130 | 72 | 3.4% |
| 127 | 66 | 3.1% |
| 136 | 65 | 3.1% |
| 126 | 64 | 3.0% |
| 124 | 64 | 3.0% |
| 125 | 61 | 2.9% |
| Other values (75) | 1439 |
| Value | Count | Frequency (%) |
| 91 | 1 | < 0.1% |
| 93 | 1 | < 0.1% |
| 94 | 1 | < 0.1% |
| 95 | 7 | |
| 96 | 2 | 0.1% |
| 97 | 4 | 0.2% |
| 99 | 4 | 0.2% |
| 100 | 11 | |
| 101 | 9 | |
| 102 | 7 |
| Value | Count | Frequency (%) |
| 196 | 1 | < 0.1% |
| 187 | 1 | < 0.1% |
| 184 | 1 | < 0.1% |
| 177 | 1 | < 0.1% |
| 176 | 1 | < 0.1% |
| 175 | 1 | < 0.1% |
| 173 | 1 | < 0.1% |
| 170 | 2 | |
| 169 | 1 | < 0.1% |
| 168 | 3 |
Diastolic blood pressure (mmHg)
Real number (ℝ)
High correlation
| Distinct | 65 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.705965 |
| Minimum | 46 |
|---|---|
| Maximum | 122 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.3 KiB |
Quantile statistics
| Minimum | 46 |
|---|---|
| 5-th percentile | 63 |
| Q1 | 72 |
| median | 79 |
| Q3 | 85 |
| 95-th percentile | 95 |
| Maximum | 122 |
| Range | 76 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 9.7906165 |
|---|---|
| Coefficient of variation (CV) | 0.12439485 |
| Kurtosis | 0.5687087 |
| Mean | 78.705965 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.1218642 |
| Sum | 167565 |
| Variance | 95.856172 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 76 | 105 | 4.9% |
| 79 | 92 | 4.3% |
| 78 | 91 | 4.3% |
| 77 | 87 | 4.1% |
| 84 | 87 | 4.1% |
| 86 | 86 | 4.0% |
| 83 | 81 | 3.8% |
| 82 | 81 | 3.8% |
| 75 | 81 | 3.8% |
| 88 | 78 | 3.7% |
| Other values (55) | 1260 |
| Value | Count | Frequency (%) |
| 46 | 1 | < 0.1% |
| 49 | 1 | < 0.1% |
| 51 | 3 | 0.1% |
| 52 | 3 | 0.1% |
| 53 | 3 | 0.1% |
| 54 | 6 | |
| 55 | 3 | 0.1% |
| 56 | 6 | |
| 57 | 5 | |
| 58 | 11 |
| Value | Count | Frequency (%) |
| 122 | 1 | < 0.1% |
| 119 | 1 | < 0.1% |
| 118 | 1 | < 0.1% |
| 116 | 2 | |
| 112 | 3 | |
| 109 | 3 | |
| 107 | 2 | |
| 106 | 2 | |
| 105 | 2 | |
| 104 | 2 |
Temperature (°C)
Real number (ℝ)
High correlation
| Distinct | 29 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 3 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.250659 |
| Minimum | 34.1 |
|---|---|
| Maximum | 37.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.3 KiB |
Quantile statistics
| Minimum | 34.1 |
|---|---|
| 5-th percentile | 35.5 |
| Q1 | 36 |
| median | 36.2 |
| Q3 | 36.5 |
| 95-th percentile | 36.9 |
| Maximum | 37.5 |
| Range | 3.4 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 0.41780045 |
|---|---|
| Coefficient of variation (CV) | 0.01152532 |
| Kurtosis | 0.95558618 |
| Mean | 36.250659 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | -0.34501116 |
| Sum | 77068.9 |
| Variance | 0.17455721 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 36 | 317 | |
| 36.1 | 248 | |
| 36.4 | 210 | |
| 36.2 | 187 | |
| 36.3 | 181 | |
| 36.5 | 178 | |
| 36.6 | 122 | 5.7% |
| 36.7 | 115 | 5.4% |
| 36.8 | 88 | 4.1% |
| 35.9 | 80 | 3.8% |
| Other values (19) | 400 |
| Value | Count | Frequency (%) |
| 34.1 | 1 | < 0.1% |
| 34.6 | 1 | < 0.1% |
| 34.9 | 3 | 0.1% |
| 35 | 12 | 0.6% |
| 35.1 | 19 | |
| 35.2 | 18 | |
| 35.3 | 14 | 0.7% |
| 35.4 | 27 | |
| 35.5 | 26 | |
| 35.6 | 35 |
| Value | Count | Frequency (%) |
| 37.5 | 5 | 0.2% |
| 37.4 | 2 | 0.1% |
| 37.3 | 7 | 0.3% |
| 37.2 | 11 | 0.5% |
| 37.1 | 19 | 0.9% |
| 37 | 50 | |
| 36.9 | 55 | |
| 36.8 | 88 | |
| 36.7 | 115 | |
| 36.6 | 122 |
Heart rate (bpm)
Real number (ℝ)
| Distinct | 67 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.496477 |
| Minimum | 43 |
|---|---|
| Maximum | 120 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.3 KiB |
Quantile statistics
| Minimum | 43 |
|---|---|
| 5-th percentile | 55 |
| Q1 | 64 |
| median | 72 |
| Q3 | 81 |
| 95-th percentile | 92 |
| Maximum | 120 |
| Range | 77 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 11.633223 |
|---|---|
| Coefficient of variation (CV) | 0.16046604 |
| Kurtosis | -0.27976066 |
| Mean | 72.496477 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.26029605 |
| Sum | 154345 |
| Variance | 135.33187 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 60 | 91 | 4.3% |
| 76 | 79 | 3.7% |
| 64 | 78 | 3.7% |
| 78 | 74 | 3.5% |
| 84 | 69 | 3.2% |
| 67 | 69 | 3.2% |
| 68 | 69 | 3.2% |
| 72 | 68 | 3.2% |
| 62 | 68 | 3.2% |
| 80 | 67 | 3.1% |
| Other values (57) | 1397 |
| Value | Count | Frequency (%) |
| 43 | 2 | 0.1% |
| 44 | 1 | < 0.1% |
| 45 | 4 | 0.2% |
| 46 | 1 | < 0.1% |
| 47 | 5 | 0.2% |
| 48 | 8 | |
| 50 | 13 | |
| 51 | 14 | |
| 52 | 17 | |
| 53 | 12 |
| Value | Count | Frequency (%) |
| 120 | 1 | < 0.1% |
| 114 | 1 | < 0.1% |
| 110 | 1 | < 0.1% |
| 109 | 1 | < 0.1% |
| 108 | 1 | < 0.1% |
| 107 | 1 | < 0.1% |
| 105 | 1 | < 0.1% |
| 103 | 1 | < 0.1% |
| 102 | 1 | < 0.1% |
| 101 | 3 |
Respiratory rate (breaths/min)
Real number (ℝ)
High correlation
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 6 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.851625 |
| Minimum | 11 |
|---|---|
| Maximum | 52 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.3 KiB |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 17 |
| median | 18 |
| Q3 | 19 |
| 95-th percentile | 21 |
| Maximum | 52 |
| Range | 41 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.2157714 |
|---|---|
| Coefficient of variation (CV) | 0.12412155 |
| Kurtosis | 26.475629 |
| Mean | 17.851625 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.3332051 |
| Sum | 37899 |
| Variance | 4.9096427 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 18 | 786 | |
| 20 | 364 | |
| 16 | 285 | 13.4% |
| 19 | 180 | 8.5% |
| 17 | 146 | 6.9% |
| 14 | 97 | 4.6% |
| 21 | 60 | 2.8% |
| 15 | 55 | 2.6% |
| 13 | 49 | 2.3% |
| 22 | 42 | 2.0% |
| Other values (5) | 59 | 2.8% |
| Value | Count | Frequency (%) |
| 11 | 1 | < 0.1% |
| 12 | 34 | 1.6% |
| 13 | 49 | 2.3% |
| 14 | 97 | 4.6% |
| 15 | 55 | 2.6% |
| 16 | 285 | 13.4% |
| 17 | 146 | 6.9% |
| 18 | 786 | |
| 19 | 180 | 8.5% |
| 20 | 364 |
| Value | Count | Frequency (%) |
| 52 | 1 | < 0.1% |
| 24 | 5 | 0.2% |
| 23 | 18 | 0.8% |
| 22 | 42 | 2.0% |
| 21 | 60 | 2.8% |
| 20 | 364 | |
| 19 | 180 | 8.5% |
| 18 | 786 | |
| 17 | 146 | 6.9% |
| 16 | 285 | 13.4% |
Oxygen saturation (%)
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 2 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 97.992948 |
| Minimum | 89 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 33.3 KiB |
Quantile statistics
| Minimum | 89 |
|---|---|
| 5-th percentile | 96 |
| Q1 | 97 |
| median | 98 |
| Q3 | 99 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 11 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.3614941 |
|---|---|
| Coefficient of variation (CV) | 0.013893797 |
| Kurtosis | 2.3312733 |
| Mean | 97.992948 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.98678555 |
| Sum | 208431 |
| Variance | 1.8536661 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 99 | 676 | |
| 98 | 581 | |
| 97 | 358 | |
| 96 | 216 | 10.1% |
| 100 | 206 | 9.7% |
| 95 | 72 | 3.4% |
| 94 | 8 | 0.4% |
| 93 | 4 | 0.2% |
| 90 | 2 | 0.1% |
| 91 | 2 | 0.1% |
| Other values (2) | 2 | 0.1% |
| (Missing) | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 89 | 1 | < 0.1% |
| 90 | 2 | 0.1% |
| 91 | 2 | 0.1% |
| 92 | 1 | < 0.1% |
| 93 | 4 | 0.2% |
| 94 | 8 | 0.4% |
| 95 | 72 | 3.4% |
| 96 | 216 | 10.1% |
| 97 | 358 | |
| 98 | 581 |
| Value | Count | Frequency (%) |
| 100 | 206 | 9.7% |
| 99 | 676 | |
| 98 | 581 | |
| 97 | 358 | |
| 96 | 216 | 10.1% |
| 95 | 72 | 3.4% |
| 94 | 8 | 0.4% |
| 93 | 4 | 0.2% |
| 92 | 1 | < 0.1% |
| 91 | 2 | 0.1% |
Interactions
Correlations
| month | Age (at enrolment) | systolic blood pressure | diastolic blood pressure | weight | Height | oral temperature | original_record_index | HEAT_VULNERABILITY_SCORE | BMI (kg/m²) | Height (m) | Weight (kg) | Systolic blood pressure (mmHg) | Diastolic blood pressure (mmHg) | Temperature (°C) | Heart rate (bpm) | Respiratory rate (breaths/min) | Oxygen saturation (%) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| month | 1.000 | 0.014 | 0.005 | -0.033 | 0.003 | -0.093 | 0.107 | 0.307 | 0.015 | 0.049 | -0.093 | 0.003 | 0.005 | -0.033 | 0.107 | 0.087 | -0.138 | 0.124 |
| Age (at enrolment) | 0.014 | 1.000 | 0.313 | 0.244 | 0.222 | 0.022 | -0.145 | 0.003 | -0.046 | 0.207 | 0.022 | 0.222 | 0.313 | 0.244 | -0.145 | -0.033 | 0.130 | -0.106 |
| systolic blood pressure | 0.005 | 0.313 | 1.000 | 0.618 | 0.221 | 0.077 | -0.037 | -0.014 | -0.044 | 0.179 | 0.077 | 0.221 | 1.000 | 0.618 | -0.037 | 0.027 | 0.037 | 0.029 |
| diastolic blood pressure | -0.033 | 0.244 | 0.618 | 1.000 | 0.196 | 0.050 | -0.008 | 0.034 | -0.010 | 0.169 | 0.050 | 0.196 | 0.618 | 1.000 | -0.008 | 0.107 | 0.073 | 0.016 |
| weight | 0.003 | 0.222 | 0.221 | 0.196 | 1.000 | 0.246 | 0.005 | -0.021 | -0.007 | 0.854 | 0.246 | 1.000 | 0.221 | 0.196 | 0.005 | 0.079 | 0.090 | -0.054 |
| Height | -0.093 | 0.022 | 0.077 | 0.050 | 0.246 | 1.000 | -0.089 | -0.119 | 0.041 | -0.283 | 1.000 | 0.246 | 0.077 | 0.050 | -0.089 | -0.232 | 0.055 | -0.068 |
| oral temperature | 0.107 | -0.145 | -0.037 | -0.008 | 0.005 | -0.089 | 1.000 | 0.228 | NaN | 0.054 | -0.089 | 0.005 | -0.037 | -0.008 | 1.000 | 0.147 | -0.050 | -0.024 |
| original_record_index | 0.307 | 0.003 | -0.014 | 0.034 | -0.021 | -0.119 | 0.228 | 1.000 | 0.048 | 0.035 | -0.119 | -0.021 | -0.014 | 0.034 | 0.228 | 0.101 | -0.164 | 0.108 |
| HEAT_VULNERABILITY_SCORE | 0.015 | -0.046 | -0.044 | -0.010 | -0.007 | 0.041 | NaN | 0.048 | 1.000 | -0.030 | 0.041 | -0.007 | -0.044 | -0.010 | NaN | 0.002 | 0.031 | 0.018 |
| BMI (kg/m²) | 0.049 | 0.207 | 0.179 | 0.169 | 0.854 | -0.283 | 0.054 | 0.035 | -0.030 | 1.000 | -0.283 | 0.854 | 0.179 | 0.169 | 0.054 | 0.203 | 0.057 | -0.016 |
| Height (m) | -0.093 | 0.022 | 0.077 | 0.050 | 0.246 | 1.000 | -0.089 | -0.119 | 0.041 | -0.283 | 1.000 | 0.246 | 0.077 | 0.050 | -0.089 | -0.232 | 0.055 | -0.068 |
| Weight (kg) | 0.003 | 0.222 | 0.221 | 0.196 | 1.000 | 0.246 | 0.005 | -0.021 | -0.007 | 0.854 | 0.246 | 1.000 | 0.221 | 0.196 | 0.005 | 0.079 | 0.090 | -0.054 |
| Systolic blood pressure (mmHg) | 0.005 | 0.313 | 1.000 | 0.618 | 0.221 | 0.077 | -0.037 | -0.014 | -0.044 | 0.179 | 0.077 | 0.221 | 1.000 | 0.618 | -0.037 | 0.027 | 0.037 | 0.029 |
| Diastolic blood pressure (mmHg) | -0.033 | 0.244 | 0.618 | 1.000 | 0.196 | 0.050 | -0.008 | 0.034 | -0.010 | 0.169 | 0.050 | 0.196 | 0.618 | 1.000 | -0.008 | 0.107 | 0.073 | 0.016 |
| Temperature (°C) | 0.107 | -0.145 | -0.037 | -0.008 | 0.005 | -0.089 | 1.000 | 0.228 | NaN | 0.054 | -0.089 | 0.005 | -0.037 | -0.008 | 1.000 | 0.147 | -0.050 | -0.024 |
| Heart rate (bpm) | 0.087 | -0.033 | 0.027 | 0.107 | 0.079 | -0.232 | 0.147 | 0.101 | 0.002 | 0.203 | -0.232 | 0.079 | 0.027 | 0.107 | 0.147 | 1.000 | 0.019 | -0.049 |
| Respiratory rate (breaths/min) | -0.138 | 0.130 | 0.037 | 0.073 | 0.090 | 0.055 | -0.050 | -0.164 | 0.031 | 0.057 | 0.055 | 0.090 | 0.037 | 0.073 | -0.050 | 0.019 | 1.000 | 0.028 |
| Oxygen saturation (%) | 0.124 | -0.106 | 0.029 | 0.016 | -0.054 | -0.068 | -0.024 | 0.108 | 0.018 | -0.016 | -0.068 | -0.054 | 0.029 | 0.016 | -0.024 | -0.049 | 0.028 | 1.000 |
| month | Age (at enrolment) | systolic blood pressure | diastolic blood pressure | weight | Height | oral temperature | original_record_index | HEAT_VULNERABILITY_SCORE | BMI (kg/m²) | Height (m) | Weight (kg) | Systolic blood pressure (mmHg) | Diastolic blood pressure (mmHg) | Temperature (°C) | Heart rate (bpm) | Respiratory rate (breaths/min) | Oxygen saturation (%) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| month | 1.000 | 0.013 | 0.011 | -0.010 | 0.031 | -0.091 | 0.128 | 0.405 | 0.016 | 0.069 | -0.091 | 0.031 | 0.011 | -0.010 | 0.128 | 0.079 | -0.164 | 0.132 |
| Age (at enrolment) | 0.013 | 1.000 | 0.275 | 0.243 | 0.239 | 0.015 | -0.142 | -0.009 | -0.042 | 0.231 | 0.015 | 0.239 | 0.275 | 0.243 | -0.142 | -0.032 | 0.151 | -0.104 |
| systolic blood pressure | 0.011 | 0.275 | 1.000 | 0.605 | 0.233 | 0.084 | -0.047 | -0.028 | -0.035 | 0.190 | 0.084 | 0.233 | 1.000 | 0.605 | -0.047 | 0.032 | 0.037 | -0.001 |
| diastolic blood pressure | -0.010 | 0.243 | 0.605 | 1.000 | 0.195 | 0.051 | -0.011 | 0.027 | -0.012 | 0.169 | 0.051 | 0.195 | 0.605 | 1.000 | -0.011 | 0.102 | 0.072 | -0.013 |
| weight | 0.031 | 0.239 | 0.233 | 0.195 | 1.000 | 0.193 | 0.012 | -0.025 | -0.011 | 0.867 | 0.193 | 1.000 | 0.233 | 0.195 | 0.012 | 0.078 | 0.080 | -0.062 |
| Height | -0.091 | 0.015 | 0.084 | 0.051 | 0.193 | 1.000 | -0.086 | -0.124 | 0.043 | -0.289 | 1.000 | 0.193 | 0.084 | 0.051 | -0.086 | -0.241 | 0.056 | -0.083 |
| oral temperature | 0.128 | -0.142 | -0.047 | -0.011 | 0.012 | -0.086 | 1.000 | 0.234 | NaN | 0.051 | -0.086 | 0.012 | -0.047 | -0.011 | 1.000 | 0.152 | -0.064 | -0.014 |
| original_record_index | 0.405 | -0.009 | -0.028 | 0.027 | -0.025 | -0.124 | 0.234 | 1.000 | 0.048 | 0.037 | -0.124 | -0.025 | -0.028 | 0.027 | 0.234 | 0.109 | -0.147 | 0.148 |
| HEAT_VULNERABILITY_SCORE | 0.016 | -0.042 | -0.035 | -0.012 | -0.011 | 0.043 | NaN | 0.048 | 1.000 | -0.032 | 0.043 | -0.011 | -0.035 | -0.012 | NaN | -0.000 | 0.034 | 0.027 |
| BMI (kg/m²) | 0.069 | 0.231 | 0.190 | 0.169 | 0.867 | -0.289 | 0.051 | 0.037 | -0.032 | 1.000 | -0.289 | 0.867 | 0.190 | 0.169 | 0.051 | 0.190 | 0.052 | -0.031 |
| Height (m) | -0.091 | 0.015 | 0.084 | 0.051 | 0.193 | 1.000 | -0.086 | -0.124 | 0.043 | -0.289 | 1.000 | 0.193 | 0.084 | 0.051 | -0.086 | -0.241 | 0.056 | -0.083 |
| Weight (kg) | 0.031 | 0.239 | 0.233 | 0.195 | 1.000 | 0.193 | 0.012 | -0.025 | -0.011 | 0.867 | 0.193 | 1.000 | 0.233 | 0.195 | 0.012 | 0.078 | 0.080 | -0.062 |
| Systolic blood pressure (mmHg) | 0.011 | 0.275 | 1.000 | 0.605 | 0.233 | 0.084 | -0.047 | -0.028 | -0.035 | 0.190 | 0.084 | 0.233 | 1.000 | 0.605 | -0.047 | 0.032 | 0.037 | -0.001 |
| Diastolic blood pressure (mmHg) | -0.010 | 0.243 | 0.605 | 1.000 | 0.195 | 0.051 | -0.011 | 0.027 | -0.012 | 0.169 | 0.051 | 0.195 | 0.605 | 1.000 | -0.011 | 0.102 | 0.072 | -0.013 |
| Temperature (°C) | 0.128 | -0.142 | -0.047 | -0.011 | 0.012 | -0.086 | 1.000 | 0.234 | NaN | 0.051 | -0.086 | 0.012 | -0.047 | -0.011 | 1.000 | 0.152 | -0.064 | -0.014 |
| Heart rate (bpm) | 0.079 | -0.032 | 0.032 | 0.102 | 0.078 | -0.241 | 0.152 | 0.109 | -0.000 | 0.190 | -0.241 | 0.078 | 0.032 | 0.102 | 0.152 | 1.000 | 0.000 | -0.045 |
| Respiratory rate (breaths/min) | -0.164 | 0.151 | 0.037 | 0.072 | 0.080 | 0.056 | -0.064 | -0.147 | 0.034 | 0.052 | 0.056 | 0.080 | 0.037 | 0.072 | -0.064 | 0.000 | 1.000 | 0.027 |
| Oxygen saturation (%) | 0.132 | -0.104 | -0.001 | -0.013 | -0.062 | -0.083 | -0.014 | 0.148 | 0.027 | -0.031 | -0.083 | -0.062 | -0.001 | -0.013 | -0.014 | -0.045 | 0.027 | 1.000 |
| month | season | Age (at enrolment) | Sex | Race | systolic blood pressure | diastolic blood pressure | weight | Height | oral temperature | original_record_index | HEAT_VULNERABILITY_SCORE | BMI (kg/m²) | Height (m) | Weight (kg) | Systolic blood pressure (mmHg) | Diastolic blood pressure (mmHg) | Temperature (°C) | Heart rate (bpm) | Respiratory rate (breaths/min) | Oxygen saturation (%) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| month | 1.000 | 1.000 | 0.064 | 0.197 | 0.256 | 0.085 | 0.094 | 0.053 | 0.076 | 0.160 | 0.695 | 0.000 | 0.044 | 0.076 | 0.053 | 0.085 | 0.094 | 0.160 | 0.114 | 0.137 | 0.132 |
| season | 1.000 | 1.000 | 0.000 | 0.180 | 0.135 | 0.087 | 0.133 | 0.000 | 0.112 | 0.142 | 0.743 | 0.000 | 0.093 | 0.112 | 0.000 | 0.087 | 0.133 | 0.142 | 0.077 | 0.077 | 0.117 |
| Age (at enrolment) | 0.064 | 0.000 | 1.000 | 0.128 | 0.420 | 0.367 | 0.301 | 0.274 | 0.000 | 0.208 | 0.208 | 0.080 | 0.261 | 0.000 | 0.274 | 0.367 | 0.301 | 0.208 | 0.065 | 0.245 | 0.120 |
| Sex | 0.197 | 0.180 | 0.128 | 1.000 | 0.114 | 0.151 | 0.000 | 0.277 | 0.770 | 0.075 | 0.216 | 0.000 | 0.562 | 0.770 | 0.277 | 0.151 | 0.000 | 0.075 | 0.409 | 0.021 | 0.150 |
| Race | 0.256 | 0.135 | 0.420 | 0.114 | 1.000 | 0.147 | 0.180 | 0.281 | 0.309 | 0.155 | 0.729 | 0.000 | 0.181 | 0.309 | 0.281 | 0.147 | 0.180 | 0.155 | 0.188 | 0.196 | 0.240 |
| systolic blood pressure | 0.085 | 0.087 | 0.367 | 0.151 | 0.147 | 1.000 | 0.708 | 0.220 | 0.115 | 0.111 | 0.215 | 0.188 | 0.215 | 0.115 | 0.220 | 1.000 | 0.708 | 0.111 | 0.100 | 0.110 | 0.176 |
| diastolic blood pressure | 0.094 | 0.133 | 0.301 | 0.000 | 0.180 | 0.708 | 1.000 | 0.202 | 0.043 | 0.000 | 0.209 | 0.000 | 0.183 | 0.043 | 0.202 | 0.708 | 1.000 | 0.000 | 0.222 | 0.078 | 0.304 |
| weight | 0.053 | 0.000 | 0.274 | 0.277 | 0.281 | 0.220 | 0.202 | 1.000 | 0.486 | 0.000 | 0.174 | 0.000 | 0.812 | 0.486 | 1.000 | 0.220 | 0.202 | 0.000 | 0.153 | 0.079 | 0.000 |
| Height | 0.076 | 0.112 | 0.000 | 0.770 | 0.309 | 0.115 | 0.043 | 0.486 | 1.000 | 0.107 | 0.238 | 0.000 | 0.346 | 1.000 | 0.486 | 0.115 | 0.043 | 0.107 | 0.236 | 0.000 | 0.078 |
| oral temperature | 0.160 | 0.142 | 0.208 | 0.075 | 0.155 | 0.111 | 0.000 | 0.000 | 0.107 | 1.000 | 0.349 | NaN | 0.137 | 0.107 | 0.000 | 0.111 | 0.000 | 1.000 | 0.170 | 0.105 | 0.000 |
| original_record_index | 0.695 | 0.743 | 0.208 | 0.216 | 0.729 | 0.215 | 0.209 | 0.174 | 0.238 | 0.349 | 1.000 | 0.120 | 0.095 | 0.238 | 0.174 | 0.215 | 0.209 | 0.349 | 0.322 | 0.508 | 0.356 |
| HEAT_VULNERABILITY_SCORE | 0.000 | 0.000 | 0.080 | 0.000 | 0.000 | 0.188 | 0.000 | 0.000 | 0.000 | NaN | 0.120 | 1.000 | 0.000 | 0.000 | 0.000 | 0.188 | 0.000 | NaN | 0.000 | 0.000 | 0.000 |
| BMI (kg/m²) | 0.044 | 0.093 | 0.261 | 0.562 | 0.181 | 0.215 | 0.183 | 0.812 | 0.346 | 0.137 | 0.095 | 0.000 | 1.000 | 0.346 | 0.812 | 0.215 | 0.183 | 0.137 | 0.215 | 0.000 | 0.000 |
| Height (m) | 0.076 | 0.112 | 0.000 | 0.770 | 0.309 | 0.115 | 0.043 | 0.486 | 1.000 | 0.107 | 0.238 | 0.000 | 0.346 | 1.000 | 0.486 | 0.115 | 0.043 | 0.107 | 0.236 | 0.000 | 0.078 |
| Weight (kg) | 0.053 | 0.000 | 0.274 | 0.277 | 0.281 | 0.220 | 0.202 | 1.000 | 0.486 | 0.000 | 0.174 | 0.000 | 0.812 | 0.486 | 1.000 | 0.220 | 0.202 | 0.000 | 0.153 | 0.079 | 0.000 |
| Systolic blood pressure (mmHg) | 0.085 | 0.087 | 0.367 | 0.151 | 0.147 | 1.000 | 0.708 | 0.220 | 0.115 | 0.111 | 0.215 | 0.188 | 0.215 | 0.115 | 0.220 | 1.000 | 0.708 | 0.111 | 0.100 | 0.110 | 0.176 |
| Diastolic blood pressure (mmHg) | 0.094 | 0.133 | 0.301 | 0.000 | 0.180 | 0.708 | 1.000 | 0.202 | 0.043 | 0.000 | 0.209 | 0.000 | 0.183 | 0.043 | 0.202 | 0.708 | 1.000 | 0.000 | 0.222 | 0.078 | 0.304 |
| Temperature (°C) | 0.160 | 0.142 | 0.208 | 0.075 | 0.155 | 0.111 | 0.000 | 0.000 | 0.107 | 1.000 | 0.349 | NaN | 0.137 | 0.107 | 0.000 | 0.111 | 0.000 | 1.000 | 0.170 | 0.105 | 0.000 |
| Heart rate (bpm) | 0.114 | 0.077 | 0.065 | 0.409 | 0.188 | 0.100 | 0.222 | 0.153 | 0.236 | 0.170 | 0.322 | 0.000 | 0.215 | 0.236 | 0.153 | 0.100 | 0.222 | 0.170 | 1.000 | 0.361 | 0.080 |
| Respiratory rate (breaths/min) | 0.137 | 0.077 | 0.245 | 0.021 | 0.196 | 0.110 | 0.078 | 0.079 | 0.000 | 0.105 | 0.508 | 0.000 | 0.000 | 0.000 | 0.079 | 0.110 | 0.078 | 0.105 | 0.361 | 1.000 | 0.000 |
| Oxygen saturation (%) | 0.132 | 0.117 | 0.120 | 0.150 | 0.240 | 0.176 | 0.304 | 0.000 | 0.078 | 0.000 | 0.356 | 0.000 | 0.000 | 0.078 | 0.000 | 0.176 | 0.304 | 0.000 | 0.080 | 0.000 | 1.000 |
| HEAT_VULNERABILITY_SCORE | Race | Sex | season | |
|---|---|---|---|---|
| HEAT_VULNERABILITY_SCORE | 1.000 | 0.000 | 0.000 | 0.000 |
| Race | 0.000 | 1.000 | 0.139 | 0.165 |
| Sex | 0.000 | 0.139 | 1.000 | 0.115 |
| season | 0.000 | 0.165 | 0.115 | 1.000 |
| Age (at enrolment) | BMI (kg/m²) | Diastolic blood pressure (mmHg) | HEAT_VULNERABILITY_SCORE | Heart rate (bpm) | Height | Height (m) | Oxygen saturation (%) | Race | Respiratory rate (breaths/min) | Sex | Systolic blood pressure (mmHg) | Temperature (°C) | Weight (kg) | diastolic blood pressure | month | oral temperature | original_record_index | season | systolic blood pressure | weight | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age (at enrolment) | 1.000 | 0.231 | 0.243 | 0.061 | -0.032 | 0.015 | 0.015 | -0.104 | 0.187 | 0.151 | 0.098 | 0.275 | -0.142 | 0.239 | 0.243 | 0.013 | -0.142 | -0.009 | 0.000 | 0.275 | 0.239 |
| BMI (kg/m²) | 0.231 | 1.000 | 0.169 | 0.000 | 0.190 | -0.289 | -0.289 | -0.031 | 0.076 | 0.052 | 0.434 | 0.190 | 0.051 | 0.867 | 0.169 | 0.069 | 0.051 | 0.037 | 0.072 | 0.190 | 0.867 |
| Diastolic blood pressure (mmHg) | 0.243 | 0.169 | 1.000 | 0.000 | 0.102 | 0.051 | 0.051 | -0.013 | 0.073 | 0.072 | 0.000 | 0.605 | -0.011 | 0.195 | 1.000 | -0.010 | -0.011 | 0.027 | 0.103 | 0.605 | 0.195 |
| HEAT_VULNERABILITY_SCORE | 0.061 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.136 | 1.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.092 | 0.000 | 0.136 | 0.000 |
| Heart rate (bpm) | -0.032 | 0.190 | 0.102 | 0.000 | 1.000 | -0.241 | -0.241 | -0.045 | 0.079 | 0.000 | 0.314 | 0.032 | 0.152 | 0.078 | 0.102 | 0.079 | 0.152 | 0.109 | 0.059 | 0.032 | 0.078 |
| Height | 0.015 | -0.289 | 0.051 | 0.000 | -0.241 | 1.000 | 1.000 | -0.083 | 0.133 | 0.056 | 0.605 | 0.084 | -0.086 | 0.193 | 0.051 | -0.091 | -0.086 | -0.124 | 0.086 | 0.084 | 0.193 |
| Height (m) | 0.015 | -0.289 | 0.051 | 0.000 | -0.241 | 1.000 | 1.000 | -0.083 | 0.133 | 0.056 | 0.605 | 0.084 | -0.086 | 0.193 | 0.051 | -0.091 | -0.086 | -0.124 | 0.086 | 0.084 | 0.193 |
| Oxygen saturation (%) | -0.104 | -0.031 | -0.013 | 0.000 | -0.045 | -0.083 | -0.083 | 1.000 | 0.102 | 0.027 | 0.115 | -0.001 | -0.014 | -0.062 | -0.013 | 0.132 | -0.014 | 0.148 | 0.090 | -0.001 | -0.062 |
| Race | 0.187 | 0.076 | 0.073 | 0.000 | 0.079 | 0.133 | 0.133 | 0.102 | 1.000 | 0.074 | 0.139 | 0.061 | 0.078 | 0.120 | 0.073 | 0.176 | 0.078 | 0.388 | 0.165 | 0.061 | 0.120 |
| Respiratory rate (breaths/min) | 0.151 | 0.052 | 0.072 | 0.000 | 0.000 | 0.056 | 0.056 | 0.027 | 0.074 | 1.000 | 0.026 | 0.037 | -0.064 | 0.080 | 0.072 | -0.164 | -0.064 | -0.147 | 0.094 | 0.037 | 0.080 |
| Sex | 0.098 | 0.434 | 0.000 | 0.000 | 0.314 | 0.605 | 0.605 | 0.115 | 0.139 | 0.026 | 1.000 | 0.111 | 0.056 | 0.212 | 0.000 | 0.142 | 0.056 | 0.165 | 0.115 | 0.111 | 0.212 |
| Systolic blood pressure (mmHg) | 0.275 | 0.190 | 0.605 | 0.136 | 0.032 | 0.084 | 0.084 | -0.001 | 0.061 | 0.037 | 0.111 | 1.000 | -0.047 | 0.233 | 0.605 | 0.011 | -0.047 | -0.028 | 0.066 | 1.000 | 0.233 |
| Temperature (°C) | -0.142 | 0.051 | -0.011 | 1.000 | 0.152 | -0.086 | -0.086 | -0.014 | 0.078 | -0.064 | 0.056 | -0.047 | 1.000 | 0.012 | -0.011 | 0.128 | 1.000 | 0.234 | 0.105 | -0.047 | 0.012 |
| Weight (kg) | 0.239 | 0.867 | 0.195 | 0.000 | 0.078 | 0.193 | 0.193 | -0.062 | 0.120 | 0.080 | 0.212 | 0.233 | 0.012 | 1.000 | 0.195 | 0.031 | 0.012 | -0.025 | 0.000 | 0.233 | 1.000 |
| diastolic blood pressure | 0.243 | 0.169 | 1.000 | 0.000 | 0.102 | 0.051 | 0.051 | -0.013 | 0.073 | 0.072 | 0.000 | 0.605 | -0.011 | 0.195 | 1.000 | -0.010 | -0.011 | 0.027 | 0.103 | 0.605 | 0.195 |
| month | 0.013 | 0.069 | -0.010 | 0.000 | 0.079 | -0.091 | -0.091 | 0.132 | 0.176 | -0.164 | 0.142 | 0.011 | 0.128 | 0.031 | -0.010 | 1.000 | 0.128 | 0.405 | 0.999 | 0.011 | 0.031 |
| oral temperature | -0.142 | 0.051 | -0.011 | 1.000 | 0.152 | -0.086 | -0.086 | -0.014 | 0.078 | -0.064 | 0.056 | -0.047 | 1.000 | 0.012 | -0.011 | 0.128 | 1.000 | 0.234 | 0.105 | -0.047 | 0.012 |
| original_record_index | -0.009 | 0.037 | 0.027 | 0.092 | 0.109 | -0.124 | -0.124 | 0.148 | 0.388 | -0.147 | 0.165 | -0.028 | 0.234 | -0.025 | 0.027 | 0.405 | 0.234 | 1.000 | 0.582 | -0.028 | -0.025 |
| season | 0.000 | 0.072 | 0.103 | 0.000 | 0.059 | 0.086 | 0.086 | 0.090 | 0.165 | 0.094 | 0.115 | 0.066 | 0.105 | 0.000 | 0.103 | 0.999 | 0.105 | 0.582 | 1.000 | 0.066 | 0.000 |
| systolic blood pressure | 0.275 | 0.190 | 0.605 | 0.136 | 0.032 | 0.084 | 0.084 | -0.001 | 0.061 | 0.037 | 0.111 | 1.000 | -0.047 | 0.233 | 0.605 | 0.011 | -0.047 | -0.028 | 0.066 | 1.000 | 0.233 |
| weight | 0.239 | 0.867 | 0.195 | 0.000 | 0.078 | 0.193 | 0.193 | -0.062 | 0.120 | 0.080 | 0.212 | 0.233 | 0.012 | 1.000 | 0.195 | 0.031 | 0.012 | -0.025 | 0.000 | 0.233 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| anonymous_patient_id | primary_date | month | season | Age (at enrolment) | Sex | Race | systolic blood pressure | diastolic blood pressure | weight | Height | oral temperature | Patient ID | original_record_index | date | primary_date_parsed | HEAT_VULNERABILITY_SCORE | BMI (kg/m²) | Height (m) | Weight (kg) | Systolic blood pressure (mmHg) | Diastolic blood pressure (mmHg) | Temperature (°C) | Heart rate (bpm) | Respiratory rate (breaths/min) | Oxygen saturation (%) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5357 | HEAT_226EDD0F846C | 2020-06-18 | 6 | Winter | 55.0 | Female | Black | 130.0 | 79.0 | 82.4 | 159.0 | 35.7 | CLHX9 | 0.0 | 2020-06-18 | 2020-06-18 | 0.072879 | 32.6 | 159.0 | 82.4 | 130.0 | 79.0 | 35.7 | 69.0 | 24.0 | 99.0 |
| 5358 | HEAT_EE93F808E7B4 | 2020-06-18 | 6 | Winter | 29.0 | Male | Black | 133.0 | 84.0 | 69.9 | 172.0 | 35.7 | W52PQ | 1.0 | 2020-06-18 | 2020-06-18 | 0.072879 | 23.6 | 172.0 | 69.9 | 133.0 | 84.0 | 35.7 | 64.0 | 20.0 | 99.0 |
| 5359 | HEAT_993C2108940A | 2020-06-18 | 6 | Winter | 31.0 | Male | Black | 126.0 | 75.0 | 47.1 | 160.0 | 36.3 | AE247 | 2.0 | 2020-06-18 | 2020-06-18 | 0.072879 | 18.4 | 160.0 | 47.1 | 126.0 | 75.0 | 36.3 | 57.0 | 20.0 | 99.0 |
| 5360 | HEAT_C93C89D0C6A0 | 2020-06-19 | 6 | Winter | 32.0 | Male | Black | 125.0 | 76.0 | 48.6 | 163.0 | 36.0 | 96LC8 | 3.0 | 2020-06-19 | 2020-06-19 | 0.072879 | 18.3 | 163.0 | 48.6 | 125.0 | 76.0 | 36.0 | 69.0 | 20.0 | 99.0 |
| 5361 | HEAT_6354A5A00557 | 2020-06-19 | 6 | Winter | 29.0 | Male | Black | 120.0 | 76.0 | 69.0 | 160.0 | 35.8 | UKPAU | 4.0 | 2020-06-19 | 2020-06-19 | 0.072879 | 27.0 | 160.0 | 69.0 | 120.0 | 76.0 | 35.8 | 60.0 | 18.0 | 96.0 |
| 5362 | HEAT_2345AECA2242 | 2020-06-19 | 6 | Winter | 24.0 | Male | Black | 147.0 | 75.0 | 74.8 | 175.0 | 35.9 | MUITN | 5.0 | 2020-06-19 | 2020-06-19 | 0.072879 | 24.4 | 175.0 | 74.8 | 147.0 | 75.0 | 35.9 | 71.0 | 19.0 | 100.0 |
| 5363 | HEAT_05CBE5DB4995 | 2020-06-19 | 6 | Winter | 46.0 | Female | Black | 125.0 | 80.0 | 85.1 | 157.0 | 36.4 | FM3C4 | 6.0 | 2020-06-19 | 2020-06-19 | 0.072879 | 34.5 | 157.0 | 85.1 | 125.0 | 80.0 | 36.4 | 74.0 | 18.0 | 98.0 |
| 5364 | HEAT_057CA5905365 | 2020-06-19 | 6 | Winter | 21.0 | Female | Black | 114.0 | 81.0 | 47.0 | 159.0 | 36.1 | E7DWN | 7.0 | 2020-06-19 | 2020-06-19 | 0.072879 | 18.6 | 159.0 | 47.0 | 114.0 | 81.0 | 36.1 | 93.0 | 20.0 | 99.0 |
| 5365 | HEAT_3DC00A95835C | 2020-06-19 | 6 | Winter | 23.0 | Male | Black | 117.0 | 77.0 | 63.2 | 178.0 | 36.0 | M3PUL | 8.0 | 2020-06-19 | 2020-06-19 | 0.072879 | 19.9 | 178.0 | 63.2 | 117.0 | 77.0 | 36.0 | 52.0 | 20.0 | 98.0 |
| 5366 | HEAT_80CAE44FC0D6 | 2020-06-19 | 6 | Winter | 31.0 | Male | Black | 133.0 | 77.0 | 72.2 | 165.0 | 35.6 | 9BWOB | 9.0 | 2020-06-19 | 2020-06-19 | 0.072879 | 26.5 | 165.0 | 72.2 | 133.0 | 77.0 | 35.6 | 68.0 | 20.0 | 100.0 |
| anonymous_patient_id | primary_date | month | season | Age (at enrolment) | Sex | Race | systolic blood pressure | diastolic blood pressure | weight | Height | oral temperature | Patient ID | original_record_index | date | primary_date_parsed | HEAT_VULNERABILITY_SCORE | BMI (kg/m²) | Height (m) | Weight (kg) | Systolic blood pressure (mmHg) | Diastolic blood pressure (mmHg) | Temperature (°C) | Heart rate (bpm) | Respiratory rate (breaths/min) | Oxygen saturation (%) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7476 | HEAT_7A22C7AB94C8 | 2020-08-29 | 8 | Winter | NaN | Male | Black | 126.0 | 81.0 | 61.7 | 184.0 | 35.6 | T8C7I | 2119.0 | 2020-08-29 | 2020-08-29 | 0.072879 | 18.2 | 184.0 | 61.7 | 126.0 | 81.0 | 35.6 | 70.0 | 14.0 | 97.0 |
| 7477 | HEAT_E8787EB964D9 | 2020-08-29 | 8 | Winter | NaN | Male | Black | 132.0 | 79.0 | 56.2 | 163.0 | 36.9 | SGDWV | 2120.0 | 2020-08-29 | 2020-08-29 | 0.072879 | 21.2 | 163.0 | 56.2 | 132.0 | 79.0 | 36.9 | 77.0 | 14.0 | 98.0 |
| 7478 | HEAT_43908FF64F76 | 2020-08-29 | 8 | Winter | NaN | Male | Black | 127.0 | 64.0 | 55.4 | 165.0 | 36.7 | R5B12 | 2121.0 | 2020-08-29 | 2020-08-29 | 0.072879 | 20.3 | 165.0 | 55.4 | 127.0 | 64.0 | 36.7 | 57.0 | 13.0 | 99.0 |
| 7479 | HEAT_E4BC92F9E2AA | 2020-08-29 | 8 | Winter | NaN | Male | Black | 109.0 | 65.0 | 64.6 | 165.0 | 36.5 | OVIVG | 2122.0 | 2020-08-29 | 2020-08-29 | 0.072879 | 23.7 | 165.0 | 64.6 | 109.0 | 65.0 | 36.5 | 62.0 | 12.0 | 97.0 |
| 7480 | HEAT_35BC4F9D14E5 | 2020-08-29 | 8 | Winter | NaN | Male | Black | 127.0 | 89.0 | 64.5 | 170.0 | 36.2 | IMOMT | 2123.0 | 2020-08-29 | 2020-08-29 | 0.072879 | 22.3 | 170.0 | 64.5 | 127.0 | 89.0 | 36.2 | 97.0 | 15.0 | 99.0 |
| 7481 | HEAT_51623202CDCF | 2020-08-29 | 8 | Winter | NaN | Female | Black | 131.0 | 86.0 | 66.1 | 154.0 | 36.1 | 1NDSB | 2124.0 | 2020-08-29 | 2020-08-29 | 0.072879 | 27.9 | 154.0 | 66.1 | 131.0 | 86.0 | 36.1 | 85.0 | 13.0 | 97.0 |
| 7482 | HEAT_BA5802A10F2D | 2020-08-29 | 8 | Winter | NaN | Female | Black | 129.0 | 90.0 | 73.3 | 155.0 | 36.1 | G3TTH | 2125.0 | 2020-08-29 | 2020-08-29 | 0.072879 | 30.5 | 155.0 | 73.3 | 129.0 | 90.0 | 36.1 | 77.0 | 14.0 | 98.0 |
| 7483 | HEAT_6AE99C6061A3 | 2020-08-29 | 8 | Winter | NaN | Male | Black | 140.0 | 86.0 | 53.0 | 166.0 | 36.3 | FOHHD | 2126.0 | 2020-08-29 | 2020-08-29 | 0.072879 | 19.2 | 166.0 | 53.0 | 140.0 | 86.0 | 36.3 | 60.0 | 15.0 | 99.0 |
| 7484 | HEAT_CE6CB1521F5F | 2020-08-29 | 8 | Winter | NaN | Male | Black | 124.0 | 71.0 | 58.4 | 168.0 | 36.2 | M6KPZ | 2127.0 | 2020-08-29 | 2020-08-29 | 0.072879 | 20.7 | 168.0 | 58.4 | 124.0 | 71.0 | 36.2 | 50.0 | 14.0 | 99.0 |
| 7485 | HEAT_1C1730097EA6 | 2020-08-29 | 8 | Winter | NaN | Male | Black | 118.0 | 70.0 | 51.5 | 157.0 | 36.2 | PO0ZX | 2128.0 | 2020-08-29 | 2020-08-29 | 0.072879 | 20.9 | 157.0 | 51.5 | 118.0 | 70.0 | 36.2 | 56.0 | 16.0 | 99.0 |